Table 6 Statistical analysis of optimal clustering configurations (complete clustering) by graph type and node resilience measure using selected ASD outcome measures
Cluster (size) | ABC overall | RBS R overall | ADOS CSS | Vineland composite score | Overall IQ | PPVTA 4A | Epilepsy |
|---|---|---|---|---|---|---|---|
kNN 2 Integrity k=3 | Â | ||||||
C0 (1903) | 45.73(25.8) | 27.31(18.1) | 7.37(1.7) | 75.72(10.9) | 88.19(23.5) | 91.51(24.7) | 1.74% |
C1 (189) | 54.08(24.6) | 29.01(13.8) | 7.58(1.5) | 57.57(9.6) | 38.91(18.7) | 41.75(22.3) | 6.91% |
C2 (588) | 47.55(25.9) | 26.26(16.3) | 7.63(1.6) | 70.58(12.3) | 69.99(27.6) | 72.41(28.8) | 2.73% |
ANOVA p-value | < 0.001 | 0.15 | 0.003 | < 0.001 | < 0.001 | < 0.001 |  |
Tukey HSD (NS ‡) | C0:C2 | All pairs | C1:C0,C2 | None | None | None |  |
Eta-squared (η2) | 0.007 | 0.001 | 0.004 | 0.157 | 0.244 | 0.209 |  |
kNN 2 VAT k=4 | Â | ||||||
C0 (811) | 50.86 (28.0) | 31.76 (19.6) | 7.48 (1.7) | 72.69 (10.3) | 80.06 (22.8) | 82.98 (24.1) | 2.47% |
C1 (219) | 60.02 (28.5) | 32.33 (17.4) | 7.68 (1.5) | 57.74 (9.4) | 39.55 (18.7) | 41.93 (21.3) | 5.99% |
C2 (1117) | 41.55 (22.2) | 23.89 (15.4) | 7.24 (1.7) | 78.16 (10.4) | 94.77 (20.8) | 98.34 (22.1) | 1.25% |
C3 (535) | 45.73 (25.2) | 25.08 (16.0) | 7.70 (1.6) | 70.50 (12.8) | 69.12 (28.2) | 71.39 (29.1) | 2.82% |
ANOVA p-value | < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 |  |
Tukey HSD (NSa) | None | C0:C1;C2:C3 | C0:C1,C3 C1:C3 | None | None | None | Â |
Eta-squared (η2) | 0.047 | 0.046 | 0.013 | 0.212 | 0.322 | 0.288 |  |
kNN 2 Tenacity k=5 | Â | ||||||
C0 (535) | 67.12(21.5) | 41.78(18.2) | 7.30(1.7) | 73.71(9.7) | 91.46(21.6) | 96.46 (23.8) | 1.31% |
C1 (497) | 36.57(19.6) | 22.10(12.6) | 7.40(1.6) | 74.56(10.2) | 80.65(22.5) | 82.57 (23.4) | 2.42% |
C2 (781) | 33.78(19.3) | 18.34(11.4) | 7.22(1.7) | 78.85(11.0) | 92.99(22.8) | 96.59(22.9) | 1.41% |
C3 (484) | 44.05(23.9) | 25.35(15.5) | 7.58(1.7) | 74.29(11.0) | 79.31(23.7) | 81.04(24.4) | 2.07% |
C4 (383) | 61.19(27.5) | 33.83(18.9) | 7.97(1.5) | 58.62(9.5) | 42.20(19.4) | 44.86(22.8) | 5.76% |
ANOVA p-value | < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 |  |
Tukey HSD (NS ‡) | C1:C2 | none | C0:C1,C2,C3 C1:C2,C3 | C0:C1,C3 C1:C3 | C0:C2;C1:C3 | C0:C2;C1:C3 |  |
Eta-squared (η2) | 0.274 | 0.253 | 0.022 | 0.272 | 0.361 | 0.333 |  |
kNN 3 Integrity k=5 corr | Â | ||||||
C0 (462) | 66.56(24.0) | 41.65(18.3) | 7.54(1.7) | 73.26(9.6) | 87.95(22.9) | 92.57(24.5) | 0.87% |
C1 (276) | 57.20(27.4) | 29.89(15.5) | 7.39(1.4) | 57.38(8.9) | 37.27(17.8) | 39.84(21.8) | 5.82% |
C2 (743) | 33.48(18.7) | 17.39(10.6) | 7.18(1.7) | 79.86(10.6) | 96.22(20.6) | 99.49(21.6) | 1.62% |
C3 (744) | 46.25(24.8) | 28.80(17.8) | 7.53(1.6) | 72.53(10.4) | 78.72(23.3) | 80.97(24.9) | 3.10% |
C4 (455) | 42.58(23.2) | 24.26(14.9) | 7.66(1.8) | 73.63(12.0) | 77.54(25.2) | 79.01(26.2) | 1.54% |
ANOVA p-value | < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 |  |
Tukey HSD (NS ‡) | C3:C4 | C1:C3 | C0:C1,C3,C4 C1:C2,C3,C4 C3:C4 | C0:C3,C4 C3:C4 | C3:C4 | C3:C4 |  |
Eta-squared (η2) | 0.197 | 0.215 | 0.011 | 0.258 | 0.354 | 0.306 |  |